AI Scores / Automotive

Automotive AI Scores
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AI Visibility Scores for Automotive Brands

Car buyers and enthusiasts ask AI engines for vehicle recommendations, dealership reviews, and maintenance advice. The automotive brands that get cited have strong entity data, review schema, and clear product information. See how auto brands score.

38,819
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 38,819 Automotive Brands

AI-Ready8-10
<1%
184
Getting There6-7
19%
7,509
Needs Work4-5
63%
24,646
Not Discoverable0-3
17%
6,480

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

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38,819 brands scored - page 58 of 389

E

Ecostar Double Glazing

6/10
K

KVTOTO

6/10
C

Car Rental in Israel

6/10
T

TriadAV

6/10
B

BETA138

6/10
C

Custom Tag & Label Solutions Printer in North America | DRG Technologies

6/10
S

SLOT GACOR

6/10
C

carnes mechanical

6/10
N

Niagara Falls limousine

6/10
O

Overture Home Care

6/10
P

PS&S Integrated Services

6/10
P

Palki Motors

6/10
T

TKO Motorsports

6/10
V

Valiance

6/10
R

Rodenas Abogados

6/10
A

Acceler8

6/10
W

WatchXL Horloges

6/10
R

R&W Auto Sales

6/10
W

WhatLuSees - Blog Voyage

6/10
S

Soundquake

6/10
A

aocubo

6/10
E

EDITOTO

6/10
P

Puget Collision - Auto Body Collision Repair

6/10
B

Bozeman Insurance Center Inc.

6/10
F

FL Auto & Home Insurance Agent Fernanda Macedo - State Farm®

6/10
M

Mobile Skin Templates Vector Cut Files Mockup & Wrap Templates

6/10
S

State Farm Insurance Agent Dawn Wagner in Weston FL

6/10
E

Eggleston Services VA

6/10
R

Red and White Shop

6/10
M

Mukhi Sisters

6/10
S

Setlyy

6/10
P

PICC

6/10
O

OnzeAuto

6/10
S

Strange Dolls

6/10
N

Nolathane

6/10
H

HADES88

6/10
E

Enviroscent.com

6/10
自

自社ローンのカートルズ - 創業40年の自社ローンのカートルズなら安心！関東、関西を中心に展開

6/10
Ž

Živé Chebsko - zivechebsko.cz

6/10
P

Portalbloques

6/10
L

Las Vegas Injury Lawyer

6/10
O

Orrifinn Jewels

6/10
Г

Главный мотопортал Беларуси - всё о мире мото

6/10
L

Lubrication Engineers

6/10
I

Insurance Agency in Glastonbury, CT

6/10
C

Chevrolet Dealership Pueblo, CO

6/10
S

Silveira Chevrolet

6/10
C

Club Suisse Monaco

6/10
S

seatbeltsolutions

6/10
T

Team Honda

6/10
G

GA Auto & Home Insurance Agent Jeff Xu - State Farm®

6/10
M

MD Auto & Home Insurance Agent Missy Baker - State Farm®

6/10
E

Eggy Car Unblocked

6/10
D

DOZPRINT

6/10
A

Avayda Pest Control

6/10
L

Leo Limos

6/10
G

Guardian Fleet Services

6/10
S

Seo Blogger

6/10
S

Southside Dodge Chrysler Jeep Ram Fiat

6/10
P

Prometea

6/10
N

N.A.M.T.

6/10
N

Nissan Dealership in Springfield NJ

6/10
F

Flávio Muniz

6/10
M

Manufacturers of Composite Friction Products

6/10
C

CART Network

6/10
D

Dalhousie Solar Car

6/10
A

Automotive Product Consultants | APC Integrated Services Group

6/10
P

PennWelding Corporation

6/10
S

Specification Rubber Products

6/10
J

Jalopnik

6/10
M

May & Olde

6/10
S

Simple Auto DFW -

6/10
T

The Aurora

6/10
C

Car Garage in Peacehaven

6/10
D

Derrick Corporation

6/10
F

Family

6/10
U

UK Fuels

6/10
L

Locksmith Empire - Mobile Locksmith Services

6/10
P

PUMA33

6/10
T

Tollab

6/10
P

Product Stewardship Institute

6/10
A

Acton Service Centre

6/10
O

Odebolt Chevrolet Dealer in Odebolt IA

6/10
N

NEXVISION

6/10
T

ThemeForest

6/10
H

Hyboo Bike

6/10
T

Tinley Park Chevrolet Dealer in Tinley Park IL

6/10
G

GARAGE CURRENT 直販センタ - 買取したばかりの新鮮な旧車をそのままお届け

6/10
P

PBAB

6/10
T

The Woolen Rabbit

6/10
C

Collision Center | Mike Calvert

6/10
T

Theorie.nl

6/10
S

Storage Centre Pte Ltd

6/10
N

Nolan Family Insurance

6/10
M

Master Service

6/10
O

Opelika Chevrolet Dealer in Opelika, AL

6/10
A

Apple Insurance of South Haven, Inc.

6/10
A

Allmatiz

6/10
A

Adirondack Energy

6/10
C

CAL-ON EV

6/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 4.6/10 means for automotive brands

The average Automotive brand we've scored sits at 4.6/10. That means roughly <1% are positioned to be cited by ChatGPT, Claude, and Perplexity, while the remaining >99% are at risk of being skipped when AI engines answer customer questions.

Common AEO issues in automotive

  • Missing Organization JSON-LD with sameAs links to social profiles
  • No llms.txt file declaring the brand to AI crawlers
  • FAQ content rendered without FAQPage schema, so AI engines cannot extract it
  • robots.txt or Cloudflare WAF blocking GPTBot, ClaudeBot, or PerplexityBot
  • Thin About pages with no founder/team Person schema

How to improve your automotive AEO score

Run a free AEO score for your site and see exactly which signals are missing. The audit takes under a minute and the fix list ships as a one-click JSON-LD + llms.txt + robots.txt patch you can paste into any platform.

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